hkuds / rag-anything
Code health
This codebase scores 4.7 out of 10 for code health, which we rate needs work. Risk is concentrated, as it usually is: 9 of 59 files are git hotspots, and they average 2.2 — which is where the fixes pay off most.
Do next
1 thing worth doing this quarter.
Worth planning
Delete 1 unused symbol or file (112 lines)
Nothing in the graph reaches them, across 1 file; every reader and agent pays to skip them.
- symbols
- 1
- lines
- 112
- safe to delete
- Yes(inferred)
Small effort
Improve what Repowise can see
Add a test coverage report
Without one, Repowise cannot tell tested code from untested code, so every test-related action says “unknown”.
- line coverage
- Unknown, no report
Small effortReview the 37 proposed decisions
None is accepted yet, so nothing can drift from one and agents get no enforced guidance from them.
- proposed
- 37
- accepted
- 0
Medium effort
- Lines of code
- 19.9K
Recent activity
All commitsCommits
Decisions
- Optionally replace image paths with base64 for VLM processingproposed
- Include only specific flags in cache data for query context/prompt needsproposed
- Hash large multimodal content instead of storing directly in cache dataproposed
- Use hashed, normalized cache keys for multimodal queriesproposed
- Address issue where process_document_complete can get stuck due to intermittent network errorsproposed
- Retry policy targets transient failures in LLM/embedding/network operationsproposed
Everything we found
422 open
Every detector's open count by area, each with its worst example. An inventory, not a to-do list: the actions above are the part worth doing.
- worst item is critical severity. Code health317Untested hotspot · raganything/parser.py53 findings · 9.1 deducted
- worst item is medium severity. Decisions46raganything/parser.py37 awaiting review · 9 hotspots ungoverned
- worst item is medium severity. Ownership47raganything/query.py87% single-owner concentration, 5 commits in 90d
- worst item is low severity. Dead code12examples/batch_processing_example.pyUnreachable symbol (70 lines)
Composition
Open the graphExplore this codebase
- Docs0 pages across 6 modules
- ChatAsk this codebase a question and get an answer with its sources.
- Files59 files with per-file docs, health and history
- ArchitectureDependency graph, layers, and 1 entry points
- Code healthPer-file scores, 331 open findings, coverage and refactoring targets
- Knowledge graphEntities, communities, and the paths between them
- Change couplingFiles that keep changing together, mined from commit history
- CommitsChange-risk ranked history with agent provenance
- ContributorsBus factor, per-file maintainers, and the human/agent split
- StatsSize class, origin, lifetime churn, rhythm and records
- CostsWhat indexing this snapshot cost, by model and by run.